Triple
T3807056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quiet Professionals |
E93032
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Air Force Special Tactics |
E211045
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Air Force Special Tactics | Statement: [Quiet Professionals, associatedWith, Air Force Special Tactics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Force Special Tactics Context triple: [Quiet Professionals, associatedWith, Air Force Special Tactics]
-
A.
Special Warfare Education Group
The Special Warfare Education Group is a key training and education element within the U.S. Army’s John F. Kennedy Special Warfare Center and School, responsible for developing and instructing special operations forces in advanced unconventional warfare skills.
-
B.
Special Warfare Training Group
The Special Warfare Training Group is a U.S. Army organization responsible for training and developing Special Forces, Civil Affairs, and Psychological Operations soldiers in advanced irregular warfare skills.
-
C.
720th Special Tactics Group
chosen
The 720th Special Tactics Group is a U.S. Air Force special operations unit that organizes, trains, and equips combat controllers, pararescuemen, and other special tactics airmen for global special operations missions.
-
D.
Special Forces Branch
The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
-
E.
Office of Special Operations
The Office of Special Operations was a post–World War II U.S. intelligence organization within the State Department that handled clandestine intelligence collection and covert activities before its functions were absorbed into the Central Intelligence Agency.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69aed96a60088190ab1df8390fffc935 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aee809c5c481909d5412cdd33b458d |
completed | March 9, 2026, 3:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb2d7be48190a041e59b706751a4 |
completed | March 14, 2026, 6:07 a.m. |
Created at: March 9, 2026, 3:16 p.m.